Anthony, Martin and Ratsaby, Joel (2012) Robust cutpoints in the logical analysis of numerical data. Discrete applied mathematics, 160 (4 - 5). pp. 355-364. ISSN 0166-218X
Techniques for the logical analysis of binary data have successfully been applied to non-binary data which has been ‘binarized’ by means of cutpoints; see Boros et al. (1997, 2000)  and . In this paper, we analyze the predictive performance of such techniques and, in particular, we derive generalization error bounds that depend on how ‘robust’ the cutpoints are.
|Additional Information:||© 2012 Elsevier|
|Uncontrolled Keywords:||computational, information-theoretic learning with statistics, theory & algorithms|
|Library of Congress subject classification:||Q Science > QA Mathematics|
|Sets:||Departments > Mathematics|
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